Modular Breakthroughs in zkML
Many consider on-chain zkML to be cost-prohibitive due to computational overhead and data publishing. While that remains up for debate, one thing is clear: Sindri’s powerful proving API + the modular paradigm provides a cost-efficient path towards scaling zkML for anyone looking to enrich blockchain UX.
Together with the teams at Celestia and Rollkit, we wanted to explore how these technologies synergize to unlock new paradigms in zkML applications and smart contract development. By integrating Sindri's efficient proof generation, Celestia's modular data availability, and Rollkit's customizable rollup framework, we deploy zkML in minutes (not days) across scalable block space. Together, we're paving the way for developers to create complex, user-centric experiences enabled by zkML across the modular configuration they deem best.
See the model here, otherwise let’s dive in.